Study year 2

Master's Programme, Machine Learning, 120 credits (TMAIM), Programme syllabus for studies starting in autumn 2011

The following courses are part of study year two.

The course application codes and study periods are valid for the academic year 2012/2013. For other academic years, different application codes and study periods may apply.

General

Compulsory course year 2, specialization stream Perception and Cognition is: DD2429.

At least three of the conditionally elective courses within the chosen stream must be chosen. Year 2, specialization stream Perception and Cognition, the courses are: DD2387, DD2397, DD2425, DD2447 (may also be chosen year 1), DT2140 (may also be chosen year 1), EL2320 (may also be chosen year 1), EN2202 and SF2940.

Specialization stream Information Retrieval, has these conditionally elective courses year 2: DD2387, DH2418 (in Swedish, may also be chosen year 1), DD2393, DD2395, DD2397, DD2429, DD2448 och SF2940.


Conditionally elective Appl.code Scope Study period
 1   2   3   4 
SF288X Degree Project in Optimization and Systems Theory, Second Cycle
One of the degree projects, DD221X, SF288X or SF299X must be done
30.0 hp 15.0 15.0
SF299X Degree Project in Mathematical Statistics, Second Cycle
One of the degree projects, DD221X, SF288X or SF299X must be done
30.0 hp 15.0 15.0
DD221X Degree Project in Computer Science, Second Cycle
One of the degree projects, DD221X, SF288X or SF299X must be done
30.0 hp

Specialisations

At least three of the conditionally elective courses must be taken during year 1 or year 2.

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 6.0 hp 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
EN2202 Pattern Recognition 7.5 hp 7.5
SF2940 Probability Theory 7.5 hp 7.5
DD2387 Program System Construction Using C++ 6.0 hp 4.0 2.0
DD2425 Robotics and Autonomous Systems 9.0 hp 3.5 5.5
DD2397 Applied Bioinformatics 7.5 hp 7.5
DD2447 Statistical Methods in Applied Computer Science 6.0 hp 6.0
DT2140 Multimodal Interaction and Interfaces 7.5 hp 7.5
EL2320 Applied Estimation 7.5 hp 7.5

At least three of the conditionally elective courses must be taken during year 1 or year 2.